FAMILY GUIDE · PDF
Guide & AI Report Rules
Read the family guide and guidelines for AI-assisted reports.
Open Family Guide (opens in a new tab)EXPERIMENTAL VIDEO REVIEW
Building a clearer swing review.
A student-led project connecting coaching, two-dimensional video, and software testing.
DEVELOPMENT STATUS · OCTOBER 2026
Three parts of the project.
Public Python prototype
The GitHub repository shares the experimental Python/MediaPipe 2D prototype, coaching methods, and limitations.
App v0.3.8 · limited testing
The latest application materials describe v0.3.8 as being prepared for limited parent/player testing. Android is the current platform, and an iOS version is in development. The app is separate from the online demo below. See app access and platform status ↗
Existing online demo
The two-video demo below uses a separate hosted backend. Its availability and end-to-end output have not been verified in this revision.
Reports may include AI-assisted observations. Check suggested findings against the original video with a player or coach. Scores are estimates; a feature should be marked as insufficient evidence when the camera angle, frame, or movement cannot be judged reliably. No validated accuracy, 3D biomechanics, or demonstrated training improvement is claimed.
EXPLORE & LEARN
Project & Family Resources
PROJECT OVERVIEW · PDF
Hitting Project Analysis
Take a closer look at the Future Stars hitting-analysis project.
Open Project Analysis (opens in a new tab)CODE & METHODS · GITHUB
Behind the Project
Explore Vincent’s guides, methods, and experimental Python prototype.
View Project on GitHub (opens in a new tab)Open the experimental online demo
Selected clips are sent to the hosted service for analysis or trimming; this is not local-only processing. The service may be unavailable. Do not rely on its output as a validated biomechanics assessment.
01 / UPLOAD
Two angles. One swing.
Use one side-view and one back-view clip, about 3–8 seconds each.
Only upload clips you have permission to share for analysis.
ASK A QUESTION
Talk baseball.
02 / REVIEW
Your swing report.
PDF generation runs a separate review and can take about a minute; its wording may differ from the on-screen report.
Your report will appear here after analysis.
Need a shorter clip? Open the video trimmer ＋
Choose a clip of 3–8 seconds. Maximum: 30 seconds.